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# pmlg-poem-generator
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# pmlg-poem-generator
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This is a poem generator trained with Gated Recurrent Units (GRU) on a corpus of poems including those in:
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* Poems every child should know
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* Some other poems
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* And some more poems
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Most of the code comes from [Tensorflow's text generation tutorial](https://github.com/tensorflow/tensorflow/blob/r1.10/tensorflow/contrib/eager/python/examples/generative_examples/text_generation.ipynb).
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Please refer to the notebook for an overview of the results.
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## To do next
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### Short term:
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* Clean the corpus
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* Find more data
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* Try LSTM
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* Train a model based on sequences of words instead of characters
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### Middle term goals:
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* Create a rhyme generator
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* Train a model backward: from the last word to the first
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The idea is to generate the rhymes first, and then write the lines from the last word to the first. This process makes sure that the generated poems rhyme.
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* Learn to count syllables?
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### Long term goals
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* Generate other kind of text (Haiku, magazines, articles, books...)
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